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Lampiran 4 Analisis Deskriptif Dan Regresi Logistik
Deskriptif
Descriptive Statistics
N Minimum
Maximum Mean
Std. Deviation RESTATEMENT
72 1
,36 ,484
ACHANGE 72
-,20 ,92
,1299 ,17176
OSHIP 72
,00 16,60
1,9293 3,09410
AUDSIZE 72
3,0 4,0
3,194 ,3985
LEVERAGE 72
,11 1,13
,5011 ,21639
PENGALAMAN 72
,06 1,00
,5504 ,26709
Valid N listwise 72
Statistik Deskriptif Restatement
Classification Table
a,b
Observed Predicted
RESTATEMENT Percentage
Correct 1
RESTATEMENT 46
100,0 1
26 ,0
Overall Percentage 63,9
a. Constant is included in the model. b. The cut value is ,500
Hosmer and Lemeshow Test
Step Chi-square
Df Sig.
1 9,582
8 ,296
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Nilai
-2 Log likelihood -2 LL Awal
Nilai
-2 Log likelihood -2 LL Akhir Iteration Historya,b,c,d
Iteration -2Log
likelihood Coefficients
Constant ACHANGE
OSHIP AUDSIZE LEVERAGE
PENGALAMAN
Step 1
1 80,914
-1,228 1,373
,156 ,417
-2,150 -,111
2 79,798
-1,652 1,775
,222 ,619
-2,965 -,189
3 79,750
-1,863 1,893
,242 ,699
-3,133 -,212
4 79,750
-1,877 1,900
,243 ,704
-3,141 -,213
5 79,750
-1,877 1,900
,243 ,704
-3,141 -,213
a. Method: Enter b. Constant is included in the model.
c. Initial -2 Log Likelihood: 94,184 d. Estimation terminated at iteration number 5 because parameter estimates changed by less than
,001.
Nagelkerke R Square
Model Summary
Step -2 Log
likelihood Cox Snell R
Square Nagelkerke R
Square 1
79,750
a
,182 ,249
a. Estimation terminated at iteration number 5 because parameter estimates changed by less than ,001.
Iteration History
a,b,c
Iteration -2 Log likelihood
Coefficients Constant
Step 0 1
94,188 -,556
2 94,184
-,571 3
94,184 -,571
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Matriks Klasifikasi
Classification Table
a
Observed Predicted
RESTATEMENT Percentage
Correct 1
Step 1 RESTATEMENT
42 4
91,3 1
16 10
38,5 Overall Percentage
72,2 a. The cut value is ,500
Uji Multikolinearitas dengan Matriks Korelasi
Correlation Matrix
Constant ACHANGE
OSHIP AUDSIZE
LEVERAGE PENGALAMAN
Step 1
Constant 1,000
-,229 -,306
-,911 -,125
-,107 ACHANGE
-,229 1,000
,239 ,151
-,088 ,022
OSHIP -,306
,239 1,000
,190 ,072
,000 AUDSIZE
-,911 ,151
,190 1,000
-,199 -,165
LEVERAGE -,125
-,088 ,072
-,199 1,000
,181 PENGALAMAN
-,107 ,022
,000 -,165
,181 1,000
Uji Signifikansi Model secara Simultan
Omnibus Tests of Model Coefficients
Chi-square Df
Sig. Step 1
Step 14,434
5 ,013
Block 14,434
5 ,013
Model 14,434
5 ,013
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Signifikansi Pengaruh Parsial
Variables in the Equation
B S.E.
Wald df
Sig. ExpB
Step 1
a
ACHANGE 1,900
1,586 1,435
1 ,231
6,688 OSHIP
,243 ,125
3,785 1
,052 1,275
AUDSIZE ,704
,815 ,747
1 ,388
2,022 LEVERAGE
-3,141 1,577
3,967 1
,046 ,043
PENGALAMAN -,213
1,022 ,043
1 ,835
,808 Constant
-1,877 2,631
,509 1
,476 ,153
a. Variables entered on step 1: ACHANGE, OSHIP, AUDSIZE, LEVERAGE, PENGALAMAN.
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DAFTAR PUSTAKA
Albrecht, Chad dan Albrecht, Conan. 2008. The Nature of Financial Statement Fraud.
Andriani, Susmit. 2015. “Analisis Determinan Financial Statement Melalui Pendekatan fraud Triangle”.
Ayuningtyas, 2012. “Pengaruh Pengalaman Kerja, Independensi, Objektivitas, Integritas Dan Kompetensi Terhadap Kualitas Audit”.
Badan Pengawas Pasar Modal Bapepam. 2002. Siaran Pers Badan Pengawas Pasar Modal, 27 Desember.
Bologna, Jack dan Robert 1993. Handbook of Corporate Fraud. Butterworth- Heinemann. Boston.
Brigham, E. F dan Houston, 2006. Dasar-Dasar Manajemen Keuangan, Edisi Sepuluh, Alih Bahasa Ali Akbar Yulianto, Penerbit Salemba Empat, Jilid
I, Jakarta. Beasley, M 1996. “An Empirical Analysis of he Relation Betmeen the Board of
Diretor Composition and Fiancial Statement Fraud”. Claessens, S Djankov, S Lang, L. 2000. The Sparation of Ownwership and control
in east Asian corporation, Journal of Fiancial Economic. Cressey, D. 1953. “The Internal Auditor as Fraud Buster”. Managerial Auditing
Journal. MCB University Press. Dechow, P.M., R.G Sloan, and A.P. Sweeney. 1996. Causes and Consequences of
Earnings Manipulation: Analysis of Firms Subject to Enforcement Actions by The SEC.
Dunn, P. 2004. The impact of insider power on Fraudulent Financial Reporting. Ernst Young. 2009. “Detwcting Fiancial Statement Fraud: What Every Manger
Needs to know”. Erlina, 2008. Metodologi Penelitian Bisnis untuk Akuntansi dan Manajemen,
Edisi Kedua, USU press, Medan. Foster, Bill. 2001. “Pembinaan Untuk Kinerja Karyawan”, Jakarta: PPM.
Ghozali, Imam. 2011. “Aplikasi Analisis Multivariate dengan Program IBM SPSS19. Badan Penerbit Universitas Diponegoro Semarang”.
Universitas Sumatera Utara
63
Ghozali, Imam, 2013. Aplikasi Analisis Multivariat dengan Program IBM SPSS 21. Edisi 7, Penerbit Universitas Diponegoro, Semarang.
Jensen, Michael C. dan W.H. Meckling. 1976. “Theory of The Firm: Managerial Behavior, Agency Cost and Ownership Structure.”
Kurniawati, Ema. 2012. “Analisis Faktor-Faktor Yang Mempengaruhi Financial Statement Fraud Dalam Perspektif Fraud Triangle. Skripsi Fakultas
Ekonomika Dan Bisnis Universitas Diponegoro Semarang”. Lou, Y. I., and M. L. Wang. 2009. “Fraud Risk Factor Of The Fraud Triangle
Assessing The Likelihood Of Fraudulent Financial Reporting.” Molida, Resti. 2011. “Pengaruh Financial Stability, Personal Financial Need
Dan Ineffective Monitoring Pada Financial Statement Fraud Dalam Perspektif Fraud Triangle”. Skripsi Tidak Dipublikasikan, Fakultas
Ekonomika dan Bisnis, Universitas Diponegoro”.
Manulang, M. 1984. “Manajemen Personalia. Jakarta: Ghalia Indonesia”. Nabila R Atia. 2013. “Deteksi Kecurangan Laporan Keuangan dalam Perspektif
Fraud Triangle”. Skripsi pada FE UNDIP Semarang”. Nguyen, Khanh. 2008. ”Financial Statement Fraud: Motives, Methodes, Cases
and Detection.” Norbarani, Listiana. 2012. Pendektesian Kecurangan Laporan Keuangan Dengan
Analisis fraud Truangle yang diadopsi dalam SAS no 99. Prakoso, 2009. ”Analisa Indeks Rasio Untuk Mendeteksi Fraud Penyimpangan
Kecurangan Laporan Keuangan”. Priantara, Diaz. 2013. ”Fraud Auditing Investigation.Mitra Wacana Media.
Jakarta”. Purnamasari, D Indri, 2005. ”Pengaruh Pengalaman Kerja Terhadap Hubungan
Partisipasi dengan Efektifitas Sistem Informasi”. Jurnal Riset Akuntansi Keuangan. Jakarta.
Rachmawati, K Kusuma. 2014.”Pengaruh Faktor-Faktor Dalam Perspektif Fraud Triangle Terhadap Fraudulent Financial Reporting”.
Ross, A Stephen. 1973. The Economic Theory of Agency: The Pricipals Problem. Sartono, A. 2001. Manajemen Keuangan: Teori dan Aplikasi. Yogyakarta: BPFE
Universitas Sumatera Utara
64
Sihombing, Kenedy. Samuel. 2014.”Analisis Farud Diamond Dalam Mendeteksi Financial Statement Fraud”.
Skousen, C. J., K. R. Smith, dan C. J. Wright. 2009. ”Detecting and Predecting Financial Statement Fraud: The Effectiveness of The Fraud Triangle and
SAS No. 99.” Turner, J. L., T. J. Mock, R. P. Sripastava. 2003. ”An Analysis of the Fraud
Triangle.” The University of Memphis, University of Southern California, University of Kansas.
Warsono, Sony dkk, 2009, Corporate Governance Concept and Model, Yogyakarta: Center Of Good Corporate Governance.
Yahya, S. D. 2011. “Analisis Pengaruh Leverage Keuangan Terhadap Profitabilitas Pada PerusahaanTelekomunikasi Yang Terdaftar Di BEI.
Universitas Hasanuddin. Makassar”. www.sahamok.com
www.idx.co.id
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BAB III METODE PENELITIAN
3.1 Jenis Penelitian